It depends really on what the purpose of your app is. I would normalise your data somehow against a population map, so distance in sparsely populated areas is w

It depends really on what the purpose of your app is. I would normalise your data somehow against a population map, so distance in sparsely populated areas is weighted differently to dense urban areas.